{"id":"https://openalex.org/W4387870381","doi":"https://doi.org/10.1109/iccworkshops57953.2023.10283649","title":"Digital Twin-Empowered Resource Allocation for 6G-Enabled Massive IoT","display_name":"Digital Twin-Empowered Resource Allocation for 6G-Enabled Massive IoT","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387870381","doi":"https://doi.org/10.1109/iccworkshops57953.2023.10283649"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops57953.2023.10283649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops57953.2023.10283649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036229988","display_name":"Elif Bozkaya","orcid":"https://orcid.org/0000-0001-6960-2585"},"institutions":[{"id":"https://openalex.org/I157637111","display_name":"Naval Academy","ror":"https://ror.org/05syseh24","country_code":"TR","type":"education","lineage":["https://openalex.org/I157637111"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Elif Bozkaya","raw_affiliation_strings":["National Defence University Naval Academy,Department of Computer Engineering,Istanbul,Turkey","Department of Computer Engineering, National Defence University Naval Academy, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Defence University Naval Academy,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I157637111"]},{"raw_affiliation_string":"Department of Computer Engineering, National Defence University Naval Academy, Istanbul, Turkey","institution_ids":["https://openalex.org/I157637111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048431501","display_name":"Berk Canberk","orcid":"https://orcid.org/0000-0001-6472-1737"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Berk Canberk","raw_affiliation_strings":["School of Computing, Engineering and The Built Environment, Edinburgh Napier University,United Kingdom","School of Computing, Engineering and The Built Environment, Edinburgh Napier University, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and The Built Environment, Edinburgh Napier University,United Kingdom","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"School of Computing, Engineering and The Built Environment, Edinburgh Napier University, United Kingdom","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008822387","display_name":"Stefan Schmidt","orcid":"https://orcid.org/0000-0001-5751-8706"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Schmidt","raw_affiliation_strings":["Technical University of Berlin,Department of Electrical Engineering and Computer Science,Berlin,Germany","Department of Electrical Engineering and Computer Science, Technical University of Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Berlin,Department of Electrical Engineering and Computer Science,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Technical University of Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"727","last_page":"732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8453453183174133},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6078441143035889},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6034999489784241},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5241877436637878},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5158604979515076},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.464699923992157},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.45705553889274597},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4350087642669678},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3744108974933624},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3146699070930481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18685302138328552},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.141606867313385}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8453453183174133},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6078441143035889},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6034999489784241},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5241877436637878},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5158604979515076},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.464699923992157},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.45705553889274597},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4350087642669678},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3744108974933624},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3146699070930481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18685302138328552},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.141606867313385},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops57953.2023.10283649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops57953.2023.10283649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2104602264","https://openalex.org/W2574665470","https://openalex.org/W2979224496","https://openalex.org/W2991046523","https://openalex.org/W3015366655","https://openalex.org/W3089192431","https://openalex.org/W3132848370","https://openalex.org/W3135725526","https://openalex.org/W4205661586","https://openalex.org/W4292387177","https://openalex.org/W4295308573","https://openalex.org/W4307055610","https://openalex.org/W4312318390","https://openalex.org/W4312732491","https://openalex.org/W4312795736","https://openalex.org/W6675811377","https://openalex.org/W6848233329"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"6G":[0,43],"technology":[1,84,116],"is":[2,48,67,165],"expected":[3,49],"to":[4,6,29,50,104,177,196,222,240,247],"lead":[5],"an":[7,203],"unpredictable":[8],"increase":[9],"of":[10,12,22,31,35,42,71,129,190,217],"Internet":[11],"Things":[13],"(IoT)":[14],"devices.":[15],"The":[16,157],"need":[17],"for":[18,108],"maintaining":[19],"continuous":[20],"connectivity":[21,126],"these":[23,139],"devices":[24],"has":[25],"in":[26,60,153],"turn":[27],"led":[28],"re-thinking":[30],"the":[32,40,52,143,169,179,188,198,224,236,242],"traditional":[33,248],"design":[34],"wireless":[36],"networks.":[37],"In":[38],"particular,":[39],"integration":[41],"and":[44,63,89,127,134,150,171,201,220],"Digital":[45],"Twin":[46],"(DT)":[47],"reshape":[51],"network":[53,135],"management":[54],"as":[55,122],"it":[56,99,186,207],"offers":[57],"powerful":[58],"features":[59],"design,":[61],"development":[62],"optimization":[64],"processes.":[65],"DT":[66],"a":[68,78,115,183,209],"digital":[69],"representation":[70],"physical":[72],"entities,":[73],"which":[74],"are":[75,159],"designed":[76],"around":[77],"two-way":[79],"information":[80],"flow.":[81],"Therefore,":[82],"this":[83],"not":[85],"only":[86],"collects":[87],"data,":[88],"employs":[90],"intelligent":[91],"learning":[92],"methods":[93],"by":[94,229],"performing":[95],"complex":[96,119],"computations,":[97],"but":[98],"also":[100],"can":[101],"send":[102],"feedback":[103],"improve":[105],"system":[106],"performance":[107],"6G-enabled":[109,154],"massive":[110,155],"IoT.":[111,156],"However,":[112],"deploying":[113],"such":[114,121],"requires":[117],"addressing":[118],"challenges":[120],"limited":[123],"resources,":[124],"seamless":[125],"lack":[128],"trust":[130,191],"between":[131,193],"end":[132,175],"users":[133,176],"edge.":[136],"To":[137],"address":[138],"challenges,":[140],"we":[141],"formulate":[142],"resource":[144,226],"allocation":[145,181,227],"problem":[146],"including":[147],"edge":[148],"computation":[149],"service":[151],"migration":[152],"contributions":[158],"threefold:":[160],"First,":[161],"our":[162],"DT-empowered":[163,238],"architecture":[164,239],"proposed":[166,237],"that":[167,215],"uses":[168],"real-time":[170],"historical":[172],"data":[173],"from":[174],"find":[178,223],"best":[180,225],"at":[182],"user.":[184],"Second,":[185],"studies":[187],"impact":[189],"relationship":[192],"computing":[194],"entities":[195],"prevent":[197],"unauthorized":[199],"accesses":[200],"provides":[202],"authentication":[204],"procedure.":[205],"Third,":[206],"describes":[208],"Multi-Agent":[210],"Reinforcement":[211],"Learning":[212],"(MARL)":[213],"algorithm":[214],"consists":[216],"cooperative":[218],"agents":[219],"aims":[221],"strategy":[228],"minimizing":[230],"task":[231],"processing":[232,244],"latency.":[233],"We":[234],"validate":[235],"show":[241],"reduced":[243],"latency":[245],"compared":[246],"benchmark":[249],"methods.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
